USE OF ARTIFICIAL INTELLIGENCE IN FACIAL RECOGNITION SYSTEMS AND PROTECTION OF RIGHTS

Authors

DOI:

https://doi.org/10.31435/ijitss.2(50).2026.5186

Keywords:

Artificial Intelligence, Biometric Technology, Facial Recognition Systems, Right to Privacy, Personal Data, Confidentiality, Legal Liability, Legal Prohibitions

Abstract

The article examines the legal and practical problems encountered during the application of facial recognition systems, analyzes the violations committed during the use of these systems from the context of human rights and freedoms, and presents recommendations on resolving the issue of liability for violations. The main goal of writing the article was to interpret the mechanism of operation of facial recognition systems, which are a type of biometric technologies, in a legal context, examine empirical facts, and put forward proposals for eliminating existing problems.

Considering it necessary to determine legal prohibitions in order to prevent violations committed during the application of facial recognition systems, the author analyzed the prohibitions related to biometric technologies in the latest legal regulation in this area, the European Artificial Intelligence Act, and proposed to establish these prohibitions in national law. At the same time, according to the author's position, although the data of facial recognition systems are used in law enforcement activities, especially in criminal and administrative proceedings, it is unacceptable to evaluate this data as “irreplaceable and the most accurate evidence”. It is important to subsequently verify the information provided by the system using various methods. The author substantiated his position by referring to cases of violations and discrimination that occurred in practice.

The article notes that when solving the issue of liability for violations during the application of facial recognition systems, the guilt of which subject is taken into account using various types of forensic examinations based on the black box method, and the description of the act is carried out correctly by specifying the circle of subjects.

References

American Civil Liberties Union. (2018, July 26). Amazon’s face recognition falsely matched 28 members of Congress with mugshots. https://www.aclu.org/news/privacy-technology/amazons-face-recognition-falsely-matched-28

Adetunji, T. O. (2024). Advancements in AI-powered facial recognition for secure user authentication in e-learning environment. Journal of Technology & Innovation, 4(2), 44–46. https://doi.org/10.26480/jtin.02.2024.44.46

Agencia Española de Protección de Datos, & European Data Protection Supervisor. (2020). 14 misunderstandings with regard to biometric identification and authentication. https://www.edps.europa.eu/sites/default/files/publication/joint_paper_14_misunderstandings_with_regard_to_identification_and_auuthentication_en.pdf

Affectiva. (n.d.). Affectiva. https://www.affectiva.com/

European Parliamentary Research Service. (2024). Artificial Intelligence Act. https://www.europarl.europa.eu/thinktank/en/document/EPRS_BRI(2021)698792

President of the Republic of Azerbaijan. (2025). Artificial intelligence strategy of the Republic of Azerbaijan for 2025–2028 [In Azerbaijani]. https://e-qanun.az/framework/59218

Balasubramanian, S. (2023). Facial recognition using artificial intelligence—Critical analysis and review. International Journal of Graphics and Multimedia, 10(1), 1–6. https://doi.org/10.17605/OSF.IO/7MXU8

BBC News. (2020, February 27). Clearview AI: Face-collecting company database hacked. https://www.bbc.com/news/technology-51658111

Grine, B. (2023). The dangers of facial recognition technology [Honors thesis, Syracuse University]. SURFACE. https://surface.syr.edu/honors_capstone/1580

De Bruyne, J., & Ooms, W. (2025). Tort liability and artificial intelligence: Some challenges and (regulatory) responses. In N. A. Smuha (Ed.), The Cambridge handbook of the law, ethics and policy of artificial intelligence (pp. 158–173). Cambridge University Press.

Criminal Legal News. (2025, February 1). Federal facial recognition technology fails again. https://www.criminallegalnews.org/news/2025/feb/1/federal-facial-recognition-technology-fails-again/

High-Level Expert Group on Artificial Intelligence. (n.d.). Ethics guidelines for trustworthy AI. European Commission. https://ec.europa.eu/futurium/en/ai-alliance-consultation/guidelines#Top

European Parliamentary Research Service. (2021). Regulating facial recognition in the EU. European Parliament. https://www.europarl.europa.eu/RegData/etudes/IDAN/2021/698021/EPRS_IDA(2021)698021_EN.pdf

PricewaterhouseCoopers Australia. (n.d.). Facial recognition in retail: How to balance innovation with privacy and ethics. https://www.pwc.com.au/digitalpulse/facial-recognition-in-retail-industry.html

Gozzi, P. (n.d.). Human emotion recognition: The latest advances in emotion AI. Tech4Future. https://tech4future.info/en/human-emotion-recognition-ai/

European Court of Human Rights. (n.d.). Guide on Article 8 of the European Convention on Human Rights. https://www.echr.coe.int/documents/d/echr/guide_art_8_eng

European Data Protection Board. (2023). Guidelines 05/2022 on the use of facial recognition technology in the area of law enforcement (Version 2.0). https://www.edpb.europa.eu/system/files/2023-05/edpb_guidelines_202304_frtlawenforcement_v2_en.pdf

Havard, C. (2025). When face recognition goes wrong. Routledge.

Republic of Azerbaijan. (2008). Law of the Republic of Azerbaijan on biometric information [In Azerbaijani]. https://e-qanun.az/framework/15144

Liu, Y., Zhang, H., Jiang, M., Chen, J., & Wang, M. (2024). A systematic review of research on emotional artificial intelligence in English language education. System, 126, Article 103478. https://doi.org/10.1016/j.system.2024.103478

Somers, M. (2019, March 8). Emotion AI, explained. MIT Sloan School of Management. https://mitsloan.mit.edu/ideas-made-to-matter/emotion-ai-explained

Next time you go through a red light in China, its growing facial recognition network may catch you out. (n.d.). South China Morning Post. https://www.scmp.com/tech/innovation/article/3022961/next-time-you-go-through-red-light-china-its-growing-facial

Purdy, M., Zealley, J., & Maseli, O. (2019, November 18). The risks of using AI to interpret human emotions. Harvard Business Review. https://hbr.org/2019/11/the-risks-of-using-ai-to-interpret-human-emotions

Metz, R. (2020, September 9). Portland passes broadest facial recognition ban in the US. CNN Business. https://edition.cnn.com/2020/09/09/tech/portland-facial-recognition-ban

Raposo, V. L. (2024). When facial recognition does not “recognise”: Erroneous identifications and resulting liabilities. AI & Society, 39, 1857–1869. https://doi.org/10.1007/s00146-023-01634-z

European Parliament, & Council of the European Union. (2016). Regulation (EU) 2016/679 of the European Parliament and of the Council of 27 April 2016 on the protection of natural persons with regard to the processing of personal data and on the free movement of such data, and repealing Directive 95/46/EC (General Data Protection Regulation). Official Journal of the European Union, L 119, 1–88. https://eur-lex.europa.eu/eli/reg/2016/679/oj/eng

Roemmich, K., Schaub, F., & Andalibi, N. (2023). Emotion AI at work: Implications for workplace surveillance, emotional labor, and emotional privacy. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (pp. 1–20). Association for Computing Machinery. https://doi.org/10.1145/3544548.3580950

Cabinet of Ministers of the Republic of Azerbaijan. (2009, April 1). Rules for the organization and regulation of the activities of biometric information services by sector (Resolution No. 50) [In Azerbaijani]. https://e-qanun.az/framework/16491

Rzayeva, G., & Ibrahimova, A. (2021). Artificial intelligence, human rights and personal data security [Textbook; in Azerbaijani]. Nurlar Publishing House.

The Guardian. (2018, December 13). Taylor Swift used facial recognition software to detect stalkers at LA concert. https://www.theguardian.com/music/2018/dec/13/taylor-swift-facial-recognition-stalkers-rose-bowl-concert

Council of Europe. (n.d.). Convention for the protection of individuals with regard to automatic processing of personal data (CETS No. 108). https://www.coe.int/en/web/data-protection/convention108-and-protocol

Council of Europe. (n.d.). Council of Europe Framework Convention on Artificial Intelligence and Human Rights, Democracy and the Rule of Law. https://rm.coe.int/1680afae67

Williams v. City of Detroit, No. 2:21-cv-10827 (E.D. Mich.). https://clearinghouse.net/case/44401/

Wilson, H. J., Daugherty, P. R., & Morini-Bianzino, N. (2017, March 23). The jobs that artificial intelligence will create. MIT Sloan Management Review. https://sloanreview.mit.edu/article/will-ai-create-as-many-jobs-as-it-eliminates/

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Published

2026-06-22

How to Cite

Rzayeva, G. A. (2026). USE OF ARTIFICIAL INTELLIGENCE IN FACIAL RECOGNITION SYSTEMS AND PROTECTION OF RIGHTS. International Journal of Innovative Technologies in Social Science, 4(2(50). https://doi.org/10.31435/ijitss.2(50).2026.5186